Run results for: (ColorfulCakeChen) CNN Channel Shuffler (50c1b285ff7c7f8c656c388365b4043528642d6b) 98

Run details:

User agent: Mozilla/5.0 (X11; CrOS x86_64 14541.0.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36

Browser: Chrome 114

Operating system: Chrome OS 14541.0.0

Device Platform: Desktop

Date tested: one year ago

Test name	Executions per second
Async wait for init (WebGL)	600999.6 Ops/sec
(CPU) (G8) ConcatGatherUnsorted	21.2 Ops/sec
(CPU) (G8) SplitConcatSortedShared	3.7 Ops/sec
(CPU) (G8) ConcatPointwiseConv	9.0 Ops/sec
(CPU) (G4) ConcatReshapeTransposeReshapeSplit	3.2 Ops/sec
(CPU) (G4) ConcatGatherUnsorted	20.4 Ops/sec
(CPU) (G4) SplitConcatSortedShared	3.4 Ops/sec
(CPU) (G4) ConcatPointwiseConv	10.1 Ops/sec
(CPU) (G3) ConcatReshapeTransposeReshapeSplit	3.3 Ops/sec
(CPU) (G3) ConcatGatherUnsorted	23.1 Ops/sec
(CPU) (G3) SplitConcatSortedShared	3.2 Ops/sec
(CPU) (G3) ConcatPointwiseConv	11.2 Ops/sec
(CPU) (G2) ConcatReshapeTransposeReshapeSplit	3.4 Ops/sec
(CPU) (G2) ConcatGatherUnsorted	22.2 Ops/sec
(CPU) (G2) SplitConcatSortedShared	3.1 Ops/sec
(CPU) (G2) ConcatPointwiseConv	12.6 Ops/sec
(CPU) (G1) ConcatReshapeTransposeReshapeSplit	30.7 Ops/sec
(CPU) (G1) ConcatGatherUnsorted	25.3 Ops/sec
(CPU) (G8) ConcatReshapeTransposeReshapeSplit	3.0 Ops/sec
Async wait for init (CPU)	3589551.5 Ops/sec
(WebGL) (G1) ConcatPointwiseConv	1347.9 Ops/sec
(WebGL) (G1) SplitConcatSortedShared	62.0 Ops/sec
(WebGL) (G8) ConcatReshapeTransposeReshapeSplit	240.7 Ops/sec
(WebGL) (G8) ConcatGatherUnsorted	78.1 Ops/sec
(WebGL) (G8) SplitConcatSortedShared	214.5 Ops/sec
(WebGL) (G8) ConcatPointwiseConv	431.7 Ops/sec
(WebGL) (G4) ConcatReshapeTransposeReshapeSplit	591.2 Ops/sec
(WebGL) (G4) ConcatGatherUnsorted	190.6 Ops/sec
(WebGL) (G4) SplitConcatSortedShared	145.0 Ops/sec
(WebGL) (G4) ConcatPointwiseConv	414.5 Ops/sec
(CPU) (G1) SplitConcatSortedShared	3.3 Ops/sec
(WebGL) (G3) ConcatReshapeTransposeReshapeSplit	421.2 Ops/sec
(WebGL) (G3) SplitConcatSortedShared	178.5 Ops/sec
(WebGL) (G3) ConcatPointwiseConv	763.4 Ops/sec
(WebGL) (G2) ConcatReshapeTransposeReshapeSplit	464.1 Ops/sec
(WebGL) (G2) ConcatGatherUnsorted	325.6 Ops/sec
(WebGL) (G2) SplitConcatSortedShared	269.8 Ops/sec
(WebGL) (G2) ConcatPointwiseConv	913.4 Ops/sec
(WebGL) (G1) ConcatReshapeTransposeReshapeSplit	771.1 Ops/sec
(WebGL) (G1) ConcatGatherUnsorted	2759.0 Ops/sec
(WebGL) (G3) ConcatGatherUnsorted	313.8 Ops/sec
(CPU) (G1) ConcatPointwiseConv	14.5 Ops/sec

HTML Preparation code:

<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@4.8.0/dist/tf.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm/dist/tf-backend-wasm.js"></script>

Script Preparation code:

async function init( backendName = "webgl" ) {
  let jsPerf_CNNChannelShuffle = await import(
    "https://cdn.jsdelivr.net/gh/colorfulcakechen/query-submit-canvas@50c1b285ff7c7f8c656c388365b4043528642d6b/CNN/jsPerf/jsPerf_CNNChannelShuffle.js" );

  jsPerf_CNNChannelShuffle.disposeResources();

  await tf.ready();
  await tf.setBackend( backendName );

  jsPerf_CNNChannelShuffle.init();
  jsPerf_CNNChannelShuffle.testResultSame();
  jsPerf_CNNChannelShuffle.testDifferentDisposeStrategy_All();

  return true;
}

Tests:

Async wait for init (WebGL)
if ( globalThis.initPromiseWebGL && globalThis.initPromiseCPU ) // For re-run benchmark. globalThis.initPromiseWebGL = globalThis.initPromiseCPU = null; if ( !globalThis.initPromiseWebGL ) globalThis.initPromiseWebGL = init( "webgl" ); // Just busy waiting.
(WebGL) (G8) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g8.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G8) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g8.test_ConcatGatherUnsorted();
(WebGL) (G8) SplitConcatSortedShared
globalThis.testSet_110x110x24_g8.test_SplitConcatSortedShared();
(WebGL) (G8) ConcatPointwiseConv
globalThis.testSet_110x110x24_g8.test_ConcatPointwiseConv();
(WebGL) (G4) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g4.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G4) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g4.test_ConcatGatherUnsorted();
(WebGL) (G4) SplitConcatSortedShared
globalThis.testSet_110x110x24_g4.test_SplitConcatSortedShared();
(WebGL) (G4) ConcatPointwiseConv
globalThis.testSet_110x110x24_g4.test_ConcatPointwiseConv();
(WebGL) (G3) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g3.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G3) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g3.test_ConcatGatherUnsorted();
(WebGL) (G3) SplitConcatSortedShared
globalThis.testSet_110x110x24_g3.test_SplitConcatSortedShared();
(WebGL) (G3) ConcatPointwiseConv
globalThis.testSet_110x110x24_g3.test_ConcatPointwiseConv();
(WebGL) (G2) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g2.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G2) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g2.test_ConcatGatherUnsorted();
(WebGL) (G2) SplitConcatSortedShared
globalThis.testSet_110x110x24_g2.test_SplitConcatSortedShared();
(WebGL) (G2) ConcatPointwiseConv
globalThis.testSet_110x110x24_g2.test_ConcatPointwiseConv();
(WebGL) (G1) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g1.test_ConcatReshapeTransposeReshapeSplit();
(WebGL) (G1) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g1.test_ConcatGatherUnsorted();
(WebGL) (G1) SplitConcatSortedShared
globalThis.testSet_110x110x24_g1.test_SplitConcatSortedShared();
(WebGL) (G1) ConcatPointwiseConv
globalThis.testSet_110x110x24_g1.test_ConcatPointwiseConv();
Async wait for init (CPU)
if ( !globalThis.initPromiseCPU ) globalThis.initPromiseCPU = init( "cpu" ); // Just busy waiting.
(CPU) (G8) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g8.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G8) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g8.test_ConcatGatherUnsorted();
(CPU) (G8) SplitConcatSortedShared
globalThis.testSet_110x110x24_g8.test_SplitConcatSortedShared();
(CPU) (G8) ConcatPointwiseConv
globalThis.testSet_110x110x24_g8.test_ConcatPointwiseConv();
(CPU) (G4) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g4.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G4) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g4.test_ConcatGatherUnsorted();
(CPU) (G4) SplitConcatSortedShared
globalThis.testSet_110x110x24_g4.test_SplitConcatSortedShared();
(CPU) (G4) ConcatPointwiseConv
globalThis.testSet_110x110x24_g4.test_ConcatPointwiseConv();
(CPU) (G3) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g3.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G3) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g3.test_ConcatGatherUnsorted();
(CPU) (G3) SplitConcatSortedShared
globalThis.testSet_110x110x24_g3.test_SplitConcatSortedShared();
(CPU) (G3) ConcatPointwiseConv
globalThis.testSet_110x110x24_g3.test_ConcatPointwiseConv();
(CPU) (G2) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g2.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G2) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g2.test_ConcatGatherUnsorted();
(CPU) (G2) SplitConcatSortedShared
globalThis.testSet_110x110x24_g2.test_SplitConcatSortedShared();
(CPU) (G2) ConcatPointwiseConv
globalThis.testSet_110x110x24_g2.test_ConcatPointwiseConv();
(CPU) (G1) ConcatReshapeTransposeReshapeSplit
globalThis.testSet_110x110x24_g1.test_ConcatReshapeTransposeReshapeSplit();
(CPU) (G1) ConcatGatherUnsorted
globalThis.testSet_110x110x24_g1.test_ConcatGatherUnsorted();
(CPU) (G1) SplitConcatSortedShared
globalThis.testSet_110x110x24_g1.test_SplitConcatSortedShared();
(CPU) (G1) ConcatPointwiseConv
globalThis.testSet_110x110x24_g1.test_ConcatPointwiseConv();

Run results for: (ColorfulCakeChen) CNN Channel Shuffler (50c1b285ff7c7f8c656c388365b4043528642d6b) 98

Async wait for init (WebGL)

(WebGL) (G8) ConcatReshapeTransposeReshapeSplit

(WebGL) (G8) ConcatGatherUnsorted

(WebGL) (G8) SplitConcatSortedShared

(WebGL) (G8) ConcatPointwiseConv

(WebGL) (G4) ConcatReshapeTransposeReshapeSplit

(WebGL) (G4) ConcatGatherUnsorted

(WebGL) (G4) SplitConcatSortedShared

(WebGL) (G4) ConcatPointwiseConv

(WebGL) (G3) ConcatReshapeTransposeReshapeSplit

(WebGL) (G3) ConcatGatherUnsorted

(WebGL) (G3) SplitConcatSortedShared

(WebGL) (G3) ConcatPointwiseConv

(WebGL) (G2) ConcatReshapeTransposeReshapeSplit

(WebGL) (G2) ConcatGatherUnsorted

(WebGL) (G2) SplitConcatSortedShared

(WebGL) (G2) ConcatPointwiseConv

(WebGL) (G1) ConcatReshapeTransposeReshapeSplit

(WebGL) (G1) ConcatGatherUnsorted

(WebGL) (G1) SplitConcatSortedShared

(WebGL) (G1) ConcatPointwiseConv

Async wait for init (CPU)

(CPU) (G8) ConcatReshapeTransposeReshapeSplit

(CPU) (G8) ConcatGatherUnsorted

(CPU) (G8) SplitConcatSortedShared

(CPU) (G8) ConcatPointwiseConv

(CPU) (G4) ConcatReshapeTransposeReshapeSplit

(CPU) (G4) ConcatGatherUnsorted

(CPU) (G4) SplitConcatSortedShared

(CPU) (G4) ConcatPointwiseConv

(CPU) (G3) ConcatReshapeTransposeReshapeSplit

(CPU) (G3) ConcatGatherUnsorted

(CPU) (G3) SplitConcatSortedShared

(CPU) (G3) ConcatPointwiseConv

(CPU) (G2) ConcatReshapeTransposeReshapeSplit

(CPU) (G2) ConcatGatherUnsorted

(CPU) (G2) SplitConcatSortedShared

(CPU) (G2) ConcatPointwiseConv

(CPU) (G1) ConcatReshapeTransposeReshapeSplit

(CPU) (G1) ConcatGatherUnsorted

(CPU) (G1) SplitConcatSortedShared

(CPU) (G1) ConcatPointwiseConv